Overview
Brought to you by YData
Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 30 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.9 KiB |
| Average record size in memory | 200.0 B |
Variable types
| TimeSeries | 20 |
|---|---|
| Numeric | 4 |
Timeseries statistics
| Number of series | 20 |
|---|---|
| Time series length | 30 |
| Starting point | 1752494340000 |
| Ending point | 1752496080000 |
| Period | 60000 |
close is highly overall correlated with ema_14 and 15 other fields | High correlation |
ema_14 is highly overall correlated with close and 16 other fields | High correlation |
ema_21 is highly overall correlated with close and 16 other fields | High correlation |
ema_60 is highly overall correlated with close and 16 other fields | High correlation |
ema_7 is highly overall correlated with close and 16 other fields | High correlation |
high is highly overall correlated with close and 15 other fields | High correlation |
low is highly overall correlated with close and 16 other fields | High correlation |
macd_7 is highly overall correlated with ema_14 and 15 other fields | High correlation |
macdhist_7 is highly overall correlated with low and 3 other fields | High correlation |
macdsignal_7 is highly overall correlated with close and 17 other fields | High correlation |
obv is highly overall correlated with macd_7 and 2 other fields | High correlation |
open is highly overall correlated with close and 16 other fields | High correlation |
rsi_14 is highly overall correlated with macd_7 and 3 other fields | High correlation |
rsi_60 is highly overall correlated with close and 16 other fields | High correlation |
rsi_7 is highly overall correlated with macdhist_7 and 2 other fields | High correlation |
sma_14 is highly overall correlated with close and 16 other fields | High correlation |
sma_21 is highly overall correlated with close and 16 other fields | High correlation |
sma_60 is highly overall correlated with close and 16 other fields | High correlation |
sma_7 is highly overall correlated with close and 16 other fields | High correlation |
target is highly overall correlated with close and 15 other fields | High correlation |
volume is highly overall correlated with macd_7 and 2 other fields | High correlation |
window_end_ms is highly overall correlated with close and 16 other fields | High correlation |
window_start_ms is highly overall correlated with close and 16 other fields | High correlation |
open is non stationary | Non stationary |
high is non stationary | Non stationary |
low is non stationary | Non stationary |
close is non stationary | Non stationary |
window_start_ms is non stationary | Non stationary |
window_end_ms is non stationary | Non stationary |
sma_7 is non stationary | Non stationary |
sma_14 is non stationary | Non stationary |
sma_21 is non stationary | Non stationary |
sma_60 is non stationary | Non stationary |
ema_7 is non stationary | Non stationary |
ema_14 is non stationary | Non stationary |
ema_21 is non stationary | Non stationary |
ema_60 is non stationary | Non stationary |
rsi_7 is non stationary | Non stationary |
rsi_60 is non stationary | Non stationary |
macdhist_7 is non stationary | Non stationary |
target is non stationary | Non stationary |
window_start_ms is uniformly distributed | Uniform |
window_end_ms is uniformly distributed | Uniform |
open has unique values | Unique |
close has unique values | Unique |
window_start_ms has unique values | Unique |
window_end_ms has unique values | Unique |
volume has unique values | Unique |
sma_7 has unique values | Unique |
sma_14 has unique values | Unique |
sma_21 has unique values | Unique |
sma_60 has unique values | Unique |
ema_7 has unique values | Unique |
ema_14 has unique values | Unique |
ema_21 has unique values | Unique |
ema_60 has unique values | Unique |
rsi_7 has unique values | Unique |
rsi_14 has unique values | Unique |
rsi_21 has unique values | Unique |
rsi_60 has unique values | Unique |
macd_7 has unique values | Unique |
macdsignal_7 has unique values | Unique |
macdhist_7 has unique values | Unique |
obv has unique values | Unique |
target has unique values | Unique |
Reproduction
| Analysis started | 2025-07-24 11:58:12.417172 |
|---|---|
| Analysis finished | 2025-07-24 11:58:31.802126 |
| Duration | 19.38 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
open
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2606.511 |
|---|---|
| Minimum | 2599 |
| Maximum | 2612.89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2599 |
|---|---|
| 5-th percentile | 2600.4105 |
| Q1 | 2603.5175 |
| median | 2606.645 |
| Q3 | 2609.9675 |
| 95-th percentile | 2611.892 |
| Maximum | 2612.89 |
| Range | 13.89 |
| Interquartile range (IQR) | 6.45 |
Descriptive statistics
| Standard deviation | 3.8780615 |
|---|---|
| Coefficient of variation (CV) | 0.0014878362 |
| Kurtosis | -1.0806596 |
| Mean | 2606.511 |
| Median Absolute Deviation (MAD) | 3.18 |
| Skewness | -0.13219737 |
| Sum | 78195.33 |
| Variance | 15.039361 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9396420237 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2612.89 | 1 | 3.3% |
| 2608.93 | 1 | 3.3% |
| 2608.46 | 1 | 3.3% |
| 2611.32 | 1 | 3.3% |
| 2612.36 | 1 | 3.3% |
| 2611 | 1 | 3.3% |
| 2610.25 | 1 | 3.3% |
| 2609.12 | 1 | 3.3% |
| 2610.63 | 1 | 3.3% |
| 2610.64 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2599 | 1 | |
| 2600.1 | 1 | |
| 2600.79 | 1 | |
| 2602.04 | 1 | |
| 2602.6 | 1 | |
| 2603.3 | 1 | |
| 2603.46 | 1 | |
| 2603.47 | 1 | |
| 2603.66 | 1 | |
| 2603.85 | 1 |
| Value | Count | Frequency (%) |
| 2612.89 | 1 | |
| 2612.36 | 1 | |
| 2611.32 | 1 | |
| 2611 | 1 | |
| 2610.64 | 1 | |
| 2610.63 | 1 | |
| 2610.62 | 1 | |
| 2610.25 | 1 | |
| 2609.12 | 1 | |
| 2609.01 | 1 |
ACF and PACF
high
Numeric time series
High correlation Non stationary
| Distinct | 29 |
|---|---|
| Distinct (%) | 96.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2607.1583 |
|---|---|
| Minimum | 2600.1 |
| Maximum | 2613.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2600.1 |
|---|---|
| 5-th percentile | 2601.4195 |
| Q1 | 2603.8675 |
| median | 2607.445 |
| Q3 | 2610.635 |
| 95-th percentile | 2612.6065 |
| Maximum | 2613.6 |
| Range | 13.5 |
| Interquartile range (IQR) | 6.7675 |
Descriptive statistics
| Standard deviation | 3.9317664 |
|---|---|
| Coefficient of variation (CV) | 0.0015080658 |
| Kurtosis | -1.2848904 |
| Mean | 2607.1583 |
| Median Absolute Deviation (MAD) | 3.29 |
| Skewness | -0.074945341 |
| Sum | 78214.75 |
| Variance | 15.458787 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.87203408 |
Histogram with fixed size bins (bins=29)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2607.96 | 2 | 6.7% |
| 2610.85 | 1 | 3.3% |
| 2612.62 | 1 | 3.3% |
| 2612.34 | 1 | 3.3% |
| 2613.6 | 1 | 3.3% |
| 2611 | 1 | 3.3% |
| 2610.25 | 1 | 3.3% |
| 2609.98 | 1 | 3.3% |
| 2610.64 | 1 | 3.3% |
| 2610.71 | 1 | 3.3% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 2600.1 | 1 | |
| 2601.37 | 1 | |
| 2601.48 | 1 | |
| 2602.29 | 1 | |
| 2602.6 | 1 | |
| 2603.48 | 1 | |
| 2603.66 | 1 | |
| 2603.78 | 1 | |
| 2604.13 | 1 | |
| 2604.56 | 1 |
| Value | Count | Frequency (%) |
| 2613.6 | 1 | |
| 2612.62 | 1 | |
| 2612.59 | 1 | |
| 2612.34 | 1 | |
| 2611 | 1 | |
| 2610.85 | 1 | |
| 2610.71 | 1 | |
| 2610.64 | 1 | |
| 2610.62 | 1 | |
| 2610.25 | 1 |
ACF and PACF
low
Numeric time series
High correlation Non stationary
| Distinct | 29 |
|---|---|
| Distinct (%) | 96.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2605.334 |
|---|---|
| Minimum | 2597.7 |
| Maximum | 2611.65 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2597.7 |
|---|---|
| 5-th percentile | 2599.1755 |
| Q1 | 2602.0525 |
| median | 2605.735 |
| Q3 | 2608.615 |
| 95-th percentile | 2610.63 |
| Maximum | 2611.65 |
| Range | 13.95 |
| Interquartile range (IQR) | 6.5625 |
Descriptive statistics
| Standard deviation | 4.0105366 |
|---|---|
| Coefficient of variation (CV) | 0.001539356 |
| Kurtosis | -1.2034605 |
| Mean | 2605.334 |
| Median Absolute Deviation (MAD) | 3.03 |
| Skewness | -0.22616859 |
| Sum | 78160.02 |
| Variance | 16.084404 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.53152563 |
Histogram with fixed size bins (bins=29)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2610.63 | 2 | 6.7% |
| 2608.47 | 1 | 3.3% |
| 2608.46 | 1 | 3.3% |
| 2610.14 | 1 | 3.3% |
| 2608.57 | 1 | 3.3% |
| 2611.65 | 1 | 3.3% |
| 2609.51 | 1 | 3.3% |
| 2608.75 | 1 | 3.3% |
| 2608.64 | 1 | 3.3% |
| 2608.63 | 1 | 3.3% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 2597.7 | 1 | |
| 2599 | 1 | |
| 2599.39 | 1 | |
| 2600 | 1 | |
| 2600.45 | 1 | |
| 2601.79 | 1 | |
| 2601.9 | 1 | |
| 2601.92 | 1 | |
| 2602.45 | 1 | |
| 2602.69 | 1 |
| Value | Count | Frequency (%) |
| 2611.65 | 1 | |
| 2610.63 | 2 | |
| 2610.14 | 1 | |
| 2609.51 | 1 | |
| 2608.75 | 1 | |
| 2608.64 | 1 | |
| 2608.63 | 1 | |
| 2608.57 | 1 | |
| 2608.47 | 1 | |
| 2608.46 | 1 |
ACF and PACF
close
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2606.216 |
|---|---|
| Minimum | 2599 |
| Maximum | 2612.34 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2599 |
|---|---|
| 5-th percentile | 2600.2215 |
| Q1 | 2603.255 |
| median | 2606.65 |
| Q3 | 2609.9425 |
| 95-th percentile | 2611.8425 |
| Maximum | 2612.34 |
| Range | 13.34 |
| Interquartile range (IQR) | 6.6875 |
Descriptive statistics
| Standard deviation | 4.0499269 |
|---|---|
| Coefficient of variation (CV) | 0.001553949 |
| Kurtosis | -1.2865301 |
| Mean | 2606.216 |
| Median Absolute Deviation (MAD) | 3.375 |
| Skewness | -0.14022294 |
| Sum | 78186.48 |
| Variance | 16.401908 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9576572488 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2609.83 | 1 | 3.3% |
| 2610.85 | 1 | 3.3% |
| 2612 | 1 | 3.3% |
| 2612.34 | 1 | 3.3% |
| 2611.65 | 1 | 3.3% |
| 2610.31 | 1 | 3.3% |
| 2608.77 | 1 | 3.3% |
| 2609.98 | 1 | 3.3% |
| 2610.64 | 1 | 3.3% |
| 2610.63 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2599 | 1 | |
| 2600.1 | 1 | |
| 2600.37 | 1 | |
| 2600.45 | 1 | |
| 2601.23 | 1 | |
| 2602.6 | 1 | |
| 2602.69 | 1 | |
| 2603.23 | 1 | |
| 2603.33 | 1 | |
| 2603.47 | 1 |
| Value | Count | Frequency (%) |
| 2612.34 | 1 | |
| 2612 | 1 | |
| 2611.65 | 1 | |
| 2610.85 | 1 | |
| 2610.64 | 1 | |
| 2610.63 | 1 | |
| 2610.31 | 1 | |
| 2609.98 | 1 | |
| 2609.83 | 1 | |
| 2608.77 | 1 |
ACF and PACF
window_start_ms
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7524952 × 1012 |
|---|---|
| Minimum | 1.7524943 × 1012 |
| Maximum | 1.7524961 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 1.7524943 × 1012 |
|---|---|
| 5-th percentile | 1.7524944 × 1012 |
| Q1 | 1.7524948 × 1012 |
| median | 1.7524952 × 1012 |
| Q3 | 1.7524956 × 1012 |
| 95-th percentile | 1.752496 × 1012 |
| Maximum | 1.7524961 × 1012 |
| Range | 1740000 |
| Interquartile range (IQR) | 870000 |
Descriptive statistics
| Standard deviation | 528204.51 |
|---|---|
| Coefficient of variation (CV) | 3.014014 × 10-7 |
| Kurtosis | -1.2 |
| Mean | 1.7524952 × 1012 |
| Median Absolute Deviation (MAD) | 450000 |
| Skewness | 0 |
| Sum | 5.2574856 × 1013 |
| Variance | 2.79 × 1011 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9585326352 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.75249434 × 1012 | 1 | 3.3% |
| 1.7524944 × 1012 | 1 | 3.3% |
| 1.75249446 × 1012 | 1 | 3.3% |
| 1.75249452 × 1012 | 1 | 3.3% |
| 1.75249458 × 1012 | 1 | 3.3% |
| 1.75249464 × 1012 | 1 | 3.3% |
| 1.7524947 × 1012 | 1 | 3.3% |
| 1.75249476 × 1012 | 1 | 3.3% |
| 1.75249482 × 1012 | 1 | 3.3% |
| 1.75249488 × 1012 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 1.75249434 × 1012 | 1 | |
| 1.7524944 × 1012 | 1 | |
| 1.75249446 × 1012 | 1 | |
| 1.75249452 × 1012 | 1 | |
| 1.75249458 × 1012 | 1 | |
| 1.75249464 × 1012 | 1 | |
| 1.7524947 × 1012 | 1 | |
| 1.75249476 × 1012 | 1 | |
| 1.75249482 × 1012 | 1 | |
| 1.75249488 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.75249608 × 1012 | 1 | |
| 1.75249602 × 1012 | 1 | |
| 1.75249596 × 1012 | 1 | |
| 1.7524959 × 1012 | 1 | |
| 1.75249584 × 1012 | 1 | |
| 1.75249578 × 1012 | 1 | |
| 1.75249572 × 1012 | 1 | |
| 1.75249566 × 1012 | 1 | |
| 1.7524956 × 1012 | 1 | |
| 1.75249554 × 1012 | 1 |
ACF and PACF
window_end_ms
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7524953 × 1012 |
|---|---|
| Minimum | 1.7524944 × 1012 |
| Maximum | 1.7524961 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 1.7524944 × 1012 |
|---|---|
| 5-th percentile | 1.7524945 × 1012 |
| Q1 | 1.7524948 × 1012 |
| median | 1.7524953 × 1012 |
| Q3 | 1.7524957 × 1012 |
| 95-th percentile | 1.7524961 × 1012 |
| Maximum | 1.7524961 × 1012 |
| Range | 1740000 |
| Interquartile range (IQR) | 870000 |
Descriptive statistics
| Standard deviation | 528204.51 |
|---|---|
| Coefficient of variation (CV) | 3.0140139 × 10-7 |
| Kurtosis | -1.2 |
| Mean | 1.7524953 × 1012 |
| Median Absolute Deviation (MAD) | 450000 |
| Skewness | 0 |
| Sum | 5.2574858 × 1013 |
| Variance | 2.79 × 1011 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9585397717 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.7524944 × 1012 | 1 | 3.3% |
| 1.75249446 × 1012 | 1 | 3.3% |
| 1.75249452 × 1012 | 1 | 3.3% |
| 1.75249458 × 1012 | 1 | 3.3% |
| 1.75249464 × 1012 | 1 | 3.3% |
| 1.7524947 × 1012 | 1 | 3.3% |
| 1.75249476 × 1012 | 1 | 3.3% |
| 1.75249482 × 1012 | 1 | 3.3% |
| 1.75249488 × 1012 | 1 | 3.3% |
| 1.75249494 × 1012 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 1.7524944 × 1012 | 1 | |
| 1.75249446 × 1012 | 1 | |
| 1.75249452 × 1012 | 1 | |
| 1.75249458 × 1012 | 1 | |
| 1.75249464 × 1012 | 1 | |
| 1.7524947 × 1012 | 1 | |
| 1.75249476 × 1012 | 1 | |
| 1.75249482 × 1012 | 1 | |
| 1.75249488 × 1012 | 1 | |
| 1.75249494 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.75249614 × 1012 | 1 | |
| 1.75249608 × 1012 | 1 | |
| 1.75249602 × 1012 | 1 | |
| 1.75249596 × 1012 | 1 | |
| 1.7524959 × 1012 | 1 | |
| 1.75249584 × 1012 | 1 | |
| 1.75249578 × 1012 | 1 | |
| 1.75249572 × 1012 | 1 | |
| 1.75249566 × 1012 | 1 | |
| 1.7524956 × 1012 | 1 |
ACF and PACF
volume
Real number (ℝ)
High correlation Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.5644777 |
| Minimum | 0.04304447 |
|---|---|
| Maximum | 73.430972 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 0.04304447 |
|---|---|
| 5-th percentile | 0.13821724 |
| Q1 | 0.53003607 |
| median | 1.6408562 |
| Q3 | 6.2610113 |
| 95-th percentile | 35.816703 |
| Maximum | 73.430972 |
| Range | 73.387928 |
| Interquartile range (IQR) | 5.7309752 |
Descriptive statistics
| Standard deviation | 15.763046 |
|---|---|
| Coefficient of variation (CV) | 2.0838248 |
| Kurtosis | 11.809567 |
| Mean | 7.5644777 |
| Median Absolute Deviation (MAD) | 1.3669315 |
| Skewness | 3.3696821 |
| Sum | 226.93433 |
| Variance | 248.47362 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 6.46781167 | 1 | 3.3% |
| 16.77442798 | 1 | 3.3% |
| 0.93649163 | 1 | 3.3% |
| 73.43097244 | 1 | 3.3% |
| 2.7213304 | 1 | 3.3% |
| 4.63745894 | 1 | 3.3% |
| 2.59354476 | 1 | 3.3% |
| 1.19187348 | 1 | 3.3% |
| 0.12995669 | 1 | 3.3% |
| 0.5079525 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 0.04304447 | 1 | |
| 0.12995669 | 1 | |
| 0.14831346 | 1 | |
| 0.15400436 | 1 | |
| 0.39384501 | 1 | |
| 0.44963272 | 1 | |
| 0.49950169 | 1 | |
| 0.5079525 | 1 | |
| 0.59628676 | 1 | |
| 0.62860036 | 1 |
| Value | Count | Frequency (%) |
| 73.43097244 | 1 | |
| 49.73039585 | 1 | |
| 18.81107816 | 1 | |
| 16.77442798 | 1 | |
| 11.18502119 | 1 | |
| 9.70988669 | 1 | |
| 6.92703944 | 1 | |
| 6.46781167 | 1 | |
| 5.64061024 | 1 | |
| 5.49565382 | 1 |
sma_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2607.4396 |
|---|---|
| Minimum | 2601.01 |
| Maximum | 2613.3243 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2601.01 |
|---|---|
| 5-th percentile | 2601.335 |
| Q1 | 2604.0818 |
| median | 2608.2093 |
| Q3 | 2610.8193 |
| 95-th percentile | 2612.6829 |
| Maximum | 2613.3243 |
| Range | 12.314286 |
| Interquartile range (IQR) | 6.7375 |
Descriptive statistics
| Standard deviation | 4.0126766 |
|---|---|
| Coefficient of variation (CV) | 0.0015389336 |
| Kurtosis | -1.3114864 |
| Mean | 2607.4396 |
| Median Absolute Deviation (MAD) | 3.1492857 |
| Skewness | -0.26203704 |
| Sum | 78223.189 |
| Variance | 16.101573 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9390868656 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2613.324286 | 1 | 3.3% |
| 2612.78 | 1 | 3.3% |
| 2612.564286 | 1 | 3.3% |
| 2612.247143 | 1 | 3.3% |
| 2611.872857 | 1 | 3.3% |
| 2611.46 | 1 | 3.3% |
| 2610.821429 | 1 | 3.3% |
| 2610.842857 | 1 | 3.3% |
| 2610.812857 | 1 | 3.3% |
| 2610.617143 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2601.01 | 1 | |
| 2601.328571 | 1 | |
| 2601.342857 | 1 | |
| 2601.51 | 1 | |
| 2601.857143 | 1 | |
| 2602.495714 | 1 | |
| 2603.055714 | 1 | |
| 2603.935714 | 1 | |
| 2604.52 | 1 | |
| 2605.161429 | 1 |
| Value | Count | Frequency (%) |
| 2613.324286 | 1 | |
| 2612.78 | 1 | |
| 2612.564286 | 1 | |
| 2612.247143 | 1 | |
| 2611.872857 | 1 | |
| 2611.46 | 1 | |
| 2610.842857 | 1 | |
| 2610.821429 | 1 | |
| 2610.812857 | 1 | |
| 2610.617143 | 1 |
ACF and PACF
sma_14
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2609.2193 |
|---|---|
| Minimum | 2602.4729 |
| Maximum | 2616.8521 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2602.4729 |
|---|---|
| 5-th percentile | 2603.0718 |
| Q1 | 2606.075 |
| median | 2609.5186 |
| Q3 | 2612.0118 |
| 95-th percentile | 2615.683 |
| Maximum | 2616.8521 |
| Range | 14.379286 |
| Interquartile range (IQR) | 5.9367857 |
Descriptive statistics
| Standard deviation | 4.118862 |
|---|---|
| Coefficient of variation (CV) | 0.0015785802 |
| Kurtosis | -0.94398869 |
| Mean | 2609.2193 |
| Median Absolute Deviation (MAD) | 3.0528571 |
| Skewness | 0.032866206 |
| Sum | 78276.578 |
| Variance | 16.965024 |
| Monotonicity | Strictly decreasing |
| Augmented Dickey-Fuller test p-value | 0.3706774893 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2616.852143 | 1 | 3.3% |
| 2616.047143 | 1 | 3.3% |
| 2615.237857 | 1 | 3.3% |
| 2614.562857 | 1 | 3.3% |
| 2613.724286 | 1 | 3.3% |
| 2613.188571 | 1 | 3.3% |
| 2612.611429 | 1 | 3.3% |
| 2612.083571 | 1 | 3.3% |
| 2611.796429 | 1 | 3.3% |
| 2611.590714 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2602.472857 | 1 | |
| 2602.924286 | 1 | |
| 2603.252143 | 1 | |
| 2603.627857 | 1 | |
| 2603.952143 | 1 | |
| 2604.595 | 1 | |
| 2605.204286 | 1 | |
| 2605.931429 | 1 | |
| 2606.505714 | 1 | |
| 2606.980714 | 1 |
| Value | Count | Frequency (%) |
| 2616.852143 | 1 | |
| 2616.047143 | 1 | |
| 2615.237857 | 1 | |
| 2614.562857 | 1 | |
| 2613.724286 | 1 | |
| 2613.188571 | 1 | |
| 2612.611429 | 1 | |
| 2612.083571 | 1 | |
| 2611.796429 | 1 | |
| 2611.590714 | 1 |
ACF and PACF
sma_21
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2611.2186 |
|---|---|
| Minimum | 2604.291 |
| Maximum | 2619.2371 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2604.291 |
|---|---|
| 5-th percentile | 2604.9246 |
| Q1 | 2607.6568 |
| median | 2610.6964 |
| Q3 | 2614.7124 |
| 95-th percentile | 2618.4938 |
| Maximum | 2619.2371 |
| Range | 14.94619 |
| Interquartile range (IQR) | 7.0555952 |
Descriptive statistics
| Standard deviation | 4.5856702 |
|---|---|
| Coefficient of variation (CV) | 0.0017561418 |
| Kurtosis | -1.1174816 |
| Mean | 2611.2186 |
| Median Absolute Deviation (MAD) | 3.6469048 |
| Skewness | 0.2380022 |
| Sum | 78336.558 |
| Variance | 21.028371 |
| Monotonicity | Strictly decreasing |
| Augmented Dickey-Fuller test p-value | 0.5111181609 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2619.237143 | 1 | 3.3% |
| 2618.688571 | 1 | 3.3% |
| 2618.255714 | 1 | 3.3% |
| 2617.81619 | 1 | 3.3% |
| 2617.250476 | 1 | 3.3% |
| 2616.550952 | 1 | 3.3% |
| 2615.68619 | 1 | 3.3% |
| 2614.849048 | 1 | 3.3% |
| 2614.302381 | 1 | 3.3% |
| 2613.697619 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2604.290952 | 1 | |
| 2604.78 | 1 | |
| 2605.101429 | 1 | |
| 2605.390952 | 1 | |
| 2605.823333 | 1 | |
| 2606.425714 | 1 | |
| 2607.008571 | 1 | |
| 2607.558571 | 1 | |
| 2607.951429 | 1 | |
| 2608.260952 | 1 |
| Value | Count | Frequency (%) |
| 2619.237143 | 1 | |
| 2618.688571 | 1 | |
| 2618.255714 | 1 | |
| 2617.81619 | 1 | |
| 2617.250476 | 1 | |
| 2616.550952 | 1 | |
| 2615.68619 | 1 | |
| 2614.849048 | 1 | |
| 2614.302381 | 1 | |
| 2613.697619 | 1 |
ACF and PACF
sma_60
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2616.2908 |
|---|---|
| Minimum | 2612.437 |
| Maximum | 2619.4558 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2612.437 |
|---|---|
| 5-th percentile | 2612.7602 |
| Q1 | 2614.2894 |
| median | 2616.3932 |
| Q3 | 2618.5317 |
| 95-th percentile | 2619.3291 |
| Maximum | 2619.4558 |
| Range | 7.0188333 |
| Interquartile range (IQR) | 4.24225 |
Descriptive statistics
| Standard deviation | 2.3537294 |
|---|---|
| Coefficient of variation (CV) | 0.00089964367 |
| Kurtosis | -1.4048976 |
| Mean | 2616.2908 |
| Median Absolute Deviation (MAD) | 2.1824167 |
| Skewness | -0.15401241 |
| Sum | 78488.723 |
| Variance | 5.5400422 |
| Monotonicity | Strictly decreasing |
| Augmented Dickey-Fuller test p-value | 0.9737210907 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2619.455833 | 1 | 3.3% |
| 2619.3625 | 1 | 3.3% |
| 2619.288333 | 1 | 3.3% |
| 2619.22 | 1 | 3.3% |
| 2619.104833 | 1 | 3.3% |
| 2618.967167 | 1 | 3.3% |
| 2618.779167 | 1 | 3.3% |
| 2618.579 | 1 | 3.3% |
| 2618.389667 | 1 | 3.3% |
| 2618.154833 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2612.437 | 1 | |
| 2612.679167 | 1 | |
| 2612.859167 | 1 | |
| 2613.072333 | 1 | |
| 2613.321333 | 1 | |
| 2613.612167 | 1 | |
| 2613.912667 | 1 | |
| 2614.214167 | 1 | |
| 2614.515167 | 1 | |
| 2614.796833 | 1 |
| Value | Count | Frequency (%) |
| 2619.455833 | 1 | |
| 2619.3625 | 1 | |
| 2619.288333 | 1 | |
| 2619.22 | 1 | |
| 2619.104833 | 1 | |
| 2618.967167 | 1 | |
| 2618.779167 | 1 | |
| 2618.579 | 1 | |
| 2618.389667 | 1 | |
| 2618.154833 | 1 |
ACF and PACF
ema_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2607.4396 |
|---|---|
| Minimum | 2601.01 |
| Maximum | 2613.3243 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2601.01 |
|---|---|
| 5-th percentile | 2601.335 |
| Q1 | 2604.0818 |
| median | 2608.2093 |
| Q3 | 2610.8193 |
| 95-th percentile | 2612.6829 |
| Maximum | 2613.3243 |
| Range | 12.314286 |
| Interquartile range (IQR) | 6.7375 |
Descriptive statistics
| Standard deviation | 4.0126766 |
|---|---|
| Coefficient of variation (CV) | 0.0015389336 |
| Kurtosis | -1.3114864 |
| Mean | 2607.4396 |
| Median Absolute Deviation (MAD) | 3.1492857 |
| Skewness | -0.26203704 |
| Sum | 78223.189 |
| Variance | 16.101573 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9390868656 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2613.324286 | 1 | 3.3% |
| 2612.78 | 1 | 3.3% |
| 2612.564286 | 1 | 3.3% |
| 2612.247143 | 1 | 3.3% |
| 2611.872857 | 1 | 3.3% |
| 2611.46 | 1 | 3.3% |
| 2610.821429 | 1 | 3.3% |
| 2610.842857 | 1 | 3.3% |
| 2610.812857 | 1 | 3.3% |
| 2610.617143 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2601.01 | 1 | |
| 2601.328571 | 1 | |
| 2601.342857 | 1 | |
| 2601.51 | 1 | |
| 2601.857143 | 1 | |
| 2602.495714 | 1 | |
| 2603.055714 | 1 | |
| 2603.935714 | 1 | |
| 2604.52 | 1 | |
| 2605.161429 | 1 |
| Value | Count | Frequency (%) |
| 2613.324286 | 1 | |
| 2612.78 | 1 | |
| 2612.564286 | 1 | |
| 2612.247143 | 1 | |
| 2611.872857 | 1 | |
| 2611.46 | 1 | |
| 2610.842857 | 1 | |
| 2610.821429 | 1 | |
| 2610.812857 | 1 | |
| 2610.617143 | 1 |
ACF and PACF
ema_14
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2609.2193 |
|---|---|
| Minimum | 2602.4729 |
| Maximum | 2616.8521 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2602.4729 |
|---|---|
| 5-th percentile | 2603.0718 |
| Q1 | 2606.075 |
| median | 2609.5186 |
| Q3 | 2612.0118 |
| 95-th percentile | 2615.683 |
| Maximum | 2616.8521 |
| Range | 14.379286 |
| Interquartile range (IQR) | 5.9367857 |
Descriptive statistics
| Standard deviation | 4.118862 |
|---|---|
| Coefficient of variation (CV) | 0.0015785802 |
| Kurtosis | -0.94398869 |
| Mean | 2609.2193 |
| Median Absolute Deviation (MAD) | 3.0528571 |
| Skewness | 0.032866206 |
| Sum | 78276.578 |
| Variance | 16.965024 |
| Monotonicity | Strictly decreasing |
| Augmented Dickey-Fuller test p-value | 0.3706774893 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2616.852143 | 1 | 3.3% |
| 2616.047143 | 1 | 3.3% |
| 2615.237857 | 1 | 3.3% |
| 2614.562857 | 1 | 3.3% |
| 2613.724286 | 1 | 3.3% |
| 2613.188571 | 1 | 3.3% |
| 2612.611429 | 1 | 3.3% |
| 2612.083571 | 1 | 3.3% |
| 2611.796429 | 1 | 3.3% |
| 2611.590714 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2602.472857 | 1 | |
| 2602.924286 | 1 | |
| 2603.252143 | 1 | |
| 2603.627857 | 1 | |
| 2603.952143 | 1 | |
| 2604.595 | 1 | |
| 2605.204286 | 1 | |
| 2605.931429 | 1 | |
| 2606.505714 | 1 | |
| 2606.980714 | 1 |
| Value | Count | Frequency (%) |
| 2616.852143 | 1 | |
| 2616.047143 | 1 | |
| 2615.237857 | 1 | |
| 2614.562857 | 1 | |
| 2613.724286 | 1 | |
| 2613.188571 | 1 | |
| 2612.611429 | 1 | |
| 2612.083571 | 1 | |
| 2611.796429 | 1 | |
| 2611.590714 | 1 |
ACF and PACF
ema_21
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2611.2186 |
|---|---|
| Minimum | 2604.291 |
| Maximum | 2619.2371 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2604.291 |
|---|---|
| 5-th percentile | 2604.9246 |
| Q1 | 2607.6568 |
| median | 2610.6964 |
| Q3 | 2614.7124 |
| 95-th percentile | 2618.4938 |
| Maximum | 2619.2371 |
| Range | 14.94619 |
| Interquartile range (IQR) | 7.0555952 |
Descriptive statistics
| Standard deviation | 4.5856702 |
|---|---|
| Coefficient of variation (CV) | 0.0017561418 |
| Kurtosis | -1.1174816 |
| Mean | 2611.2186 |
| Median Absolute Deviation (MAD) | 3.6469048 |
| Skewness | 0.2380022 |
| Sum | 78336.558 |
| Variance | 21.028371 |
| Monotonicity | Strictly decreasing |
| Augmented Dickey-Fuller test p-value | 0.5111181609 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2619.237143 | 1 | 3.3% |
| 2618.688571 | 1 | 3.3% |
| 2618.255714 | 1 | 3.3% |
| 2617.81619 | 1 | 3.3% |
| 2617.250476 | 1 | 3.3% |
| 2616.550952 | 1 | 3.3% |
| 2615.68619 | 1 | 3.3% |
| 2614.849048 | 1 | 3.3% |
| 2614.302381 | 1 | 3.3% |
| 2613.697619 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2604.290952 | 1 | |
| 2604.78 | 1 | |
| 2605.101429 | 1 | |
| 2605.390952 | 1 | |
| 2605.823333 | 1 | |
| 2606.425714 | 1 | |
| 2607.008571 | 1 | |
| 2607.558571 | 1 | |
| 2607.951429 | 1 | |
| 2608.260952 | 1 |
| Value | Count | Frequency (%) |
| 2619.237143 | 1 | |
| 2618.688571 | 1 | |
| 2618.255714 | 1 | |
| 2617.81619 | 1 | |
| 2617.250476 | 1 | |
| 2616.550952 | 1 | |
| 2615.68619 | 1 | |
| 2614.849048 | 1 | |
| 2614.302381 | 1 | |
| 2613.697619 | 1 |
ACF and PACF
ema_60
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2616.2908 |
|---|---|
| Minimum | 2612.437 |
| Maximum | 2619.4558 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2612.437 |
|---|---|
| 5-th percentile | 2612.7602 |
| Q1 | 2614.2894 |
| median | 2616.3932 |
| Q3 | 2618.5317 |
| 95-th percentile | 2619.3291 |
| Maximum | 2619.4558 |
| Range | 7.0188333 |
| Interquartile range (IQR) | 4.24225 |
Descriptive statistics
| Standard deviation | 2.3537294 |
|---|---|
| Coefficient of variation (CV) | 0.00089964367 |
| Kurtosis | -1.4048976 |
| Mean | 2616.2908 |
| Median Absolute Deviation (MAD) | 2.1824167 |
| Skewness | -0.15401241 |
| Sum | 78488.723 |
| Variance | 5.5400422 |
| Monotonicity | Strictly decreasing |
| Augmented Dickey-Fuller test p-value | 0.9737210907 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2619.455833 | 1 | 3.3% |
| 2619.3625 | 1 | 3.3% |
| 2619.288333 | 1 | 3.3% |
| 2619.22 | 1 | 3.3% |
| 2619.104833 | 1 | 3.3% |
| 2618.967167 | 1 | 3.3% |
| 2618.779167 | 1 | 3.3% |
| 2618.579 | 1 | 3.3% |
| 2618.389667 | 1 | 3.3% |
| 2618.154833 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2612.437 | 1 | |
| 2612.679167 | 1 | |
| 2612.859167 | 1 | |
| 2613.072333 | 1 | |
| 2613.321333 | 1 | |
| 2613.612167 | 1 | |
| 2613.912667 | 1 | |
| 2614.214167 | 1 | |
| 2614.515167 | 1 | |
| 2614.796833 | 1 |
| Value | Count | Frequency (%) |
| 2619.455833 | 1 | |
| 2619.3625 | 1 | |
| 2619.288333 | 1 | |
| 2619.22 | 1 | |
| 2619.104833 | 1 | |
| 2618.967167 | 1 | |
| 2618.779167 | 1 | |
| 2618.579 | 1 | |
| 2618.389667 | 1 | |
| 2618.154833 | 1 |
ACF and PACF
rsi_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.084365 |
|---|---|
| Minimum | 5.6195965 |
| Maximum | 51.028807 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 5.6195965 |
|---|---|
| 5-th percentile | 7.4130659 |
| Q1 | 23.014214 |
| median | 26.362678 |
| Q3 | 37.683065 |
| 95-th percentile | 48.99692 |
| Maximum | 51.028807 |
| Range | 45.40921 |
| Interquartile range (IQR) | 14.668851 |
Descriptive statistics
| Standard deviation | 13.727522 |
|---|---|
| Coefficient of variation (CV) | 0.48879586 |
| Kurtosis | -0.89865285 |
| Mean | 28.084365 |
| Median Absolute Deviation (MAD) | 10.834195 |
| Skewness | -0.18893184 |
| Sum | 842.53096 |
| Variance | 188.44485 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.104876183 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 11.21399177 | 1 | 3.3% |
| 26.27646326 | 1 | 3.3% |
| 40.59775841 | 1 | 3.3% |
| 34.83606557 | 1 | 3.3% |
| 33.03108808 | 1 | 3.3% |
| 31.91489362 | 1 | 3.3% |
| 26.44889357 | 1 | 3.3% |
| 51.02880658 | 1 | 3.3% |
| 48.48484848 | 1 | 3.3% |
| 38.16925734 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 5.619596542 | 1 | |
| 7.400379507 | 1 | |
| 7.428571429 | 1 | |
| 8.008213552 | 1 | |
| 8.008213552 | 1 | |
| 8.29787234 | 1 | |
| 11.21399177 | 1 | |
| 22.58454106 | 1 | |
| 24.303233 | 1 | |
| 24.52193476 | 1 |
| Value | Count | Frequency (%) |
| 51.02880658 | 1 | |
| 49.41588785 | 1 | |
| 48.48484848 | 1 | |
| 45.40358744 | 1 | |
| 43.15789474 | 1 | |
| 40.59775841 | 1 | |
| 39.5696913 | 1 | |
| 38.16925734 | 1 | |
| 36.2244898 | 1 | |
| 34.83606557 | 1 |
ACF and PACF
rsi_14
Real number (ℝ)
High correlation Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.905298 |
| Minimum | 16.635303 |
|---|---|
| Maximum | 43.357568 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 16.635303 |
|---|---|
| 5-th percentile | 17.405426 |
| Q1 | 24.579285 |
| median | 27.702658 |
| Q3 | 31.89317 |
| 95-th percentile | 38.223052 |
| Maximum | 43.357568 |
| Range | 26.722265 |
| Interquartile range (IQR) | 7.3138849 |
Descriptive statistics
| Standard deviation | 6.7170194 |
|---|---|
| Coefficient of variation (CV) | 0.24070767 |
| Kurtosis | -0.24521683 |
| Mean | 27.905298 |
| Median Absolute Deviation (MAD) | 3.313017 |
| Skewness | 0.22567178 |
| Sum | 837.15895 |
| Variance | 45.11835 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 16.63530297 | 1 | 3.3% |
| 24.55981941 | 1 | 3.3% |
| 24.35491172 | 1 | 3.3% |
| 27.38152226 | 1 | 3.3% |
| 20.62062062 | 1 | 3.3% |
| 26.17534943 | 1 | 3.3% |
| 25.24509804 | 1 | 3.3% |
| 28.27748383 | 1 | 3.3% |
| 36.56417112 | 1 | 3.3% |
| 39.58031838 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 16.63530297 | 1 | |
| 16.77545692 | 1 | |
| 18.17538897 | 1 | |
| 18.80029261 | 1 | |
| 19.49924127 | 1 | |
| 20.62062062 | 1 | |
| 24.35491172 | 1 | |
| 24.55981941 | 1 | |
| 24.63768116 | 1 | |
| 24.66504263 | 1 |
| Value | Count | Frequency (%) |
| 43.35756775 | 1 | |
| 39.58031838 | 1 | |
| 36.56417112 | 1 | |
| 36.35170604 | 1 | |
| 35.63280826 | 1 | |
| 33.94625177 | 1 | |
| 33.40563991 | 1 | |
| 32.19724438 | 1 | |
| 30.98094566 | 1 | |
| 30.4023845 | 1 |
rsi_21
Real number (ℝ)
Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.393907 |
| Minimum | 20.622387 |
|---|---|
| Maximum | 37.091735 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 20.622387 |
|---|---|
| 5-th percentile | 21.410874 |
| Q1 | 26.892404 |
| median | 29.61902 |
| Q3 | 33.494628 |
| 95-th percentile | 36.638787 |
| Maximum | 37.091735 |
| Range | 16.469348 |
| Interquartile range (IQR) | 6.6022236 |
Descriptive statistics
| Standard deviation | 4.8059397 |
|---|---|
| Coefficient of variation (CV) | 0.16350122 |
| Kurtosis | -0.85781921 |
| Mean | 29.393907 |
| Median Absolute Deviation (MAD) | 3.6690474 |
| Skewness | -0.24499198 |
| Sum | 881.81722 |
| Variance | 23.097057 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 33.81355932 | 1 | 3.3% |
| 33.70118846 | 1 | 3.3% |
| 37.0917353 | 1 | 3.3% |
| 36.84060451 | 1 | 3.3% |
| 32.4260355 | 1 | 3.3% |
| 28.18532819 | 1 | 3.3% |
| 22.71634615 | 1 | 3.3% |
| 24.04016539 | 1 | 3.3% |
| 30.26134801 | 1 | 3.3% |
| 27.22381636 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 20.62238737 | 1 | |
| 21.02272727 | 1 | |
| 21.88527585 | 1 | |
| 22.64329702 | 1 | |
| 22.71634615 | 1 | |
| 24.04016539 | 1 | |
| 24.93755204 | 1 | |
| 26.78193366 | 1 | |
| 27.22381636 | 1 | |
| 27.5 | 1 |
| Value | Count | Frequency (%) |
| 37.0917353 | 1 | |
| 36.84060451 | 1 | |
| 36.39212175 | 1 | |
| 34.45945946 | 1 | |
| 34.425473 | 1 | |
| 34.06862745 | 1 | |
| 33.81355932 | 1 | |
| 33.70118846 | 1 | |
| 32.87494628 | 1 | |
| 32.4260355 | 1 |
rsi_60
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.694865 |
|---|---|
| Minimum | 37.468672 |
| Maximum | 47.801844 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 37.468672 |
|---|---|
| 5-th percentile | 38.036957 |
| Q1 | 39.48423 |
| median | 40.24099 |
| Q3 | 43.820626 |
| 95-th percentile | 47.3103 |
| Maximum | 47.801844 |
| Range | 10.333173 |
| Interquartile range (IQR) | 4.3363967 |
Descriptive statistics
| Standard deviation | 3.0280254 |
|---|---|
| Coefficient of variation (CV) | 0.072623461 |
| Kurtosis | -0.69845602 |
| Mean | 41.694865 |
| Median Absolute Deviation (MAD) | 1.5788641 |
| Skewness | 0.66670257 |
| Sum | 1250.846 |
| Variance | 9.1689379 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.1094219565 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 45.06212511 | 1 | 3.3% |
| 46.94922641 | 1 | 3.3% |
| 47.60572474 | 1 | 3.3% |
| 47.80184431 | 1 | 3.3% |
| 46.23761298 | 1 | 3.3% |
| 45.56676685 | 1 | 3.3% |
| 43.94979618 | 1 | 3.3% |
| 43.50740621 | 1 | 3.3% |
| 43.90165342 | 1 | 3.3% |
| 42.20944377 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 37.46867168 | 1 | |
| 37.58857143 | 1 | |
| 38.58498302 | 1 | |
| 38.73926849 | 1 | |
| 39.09058015 | 1 | |
| 39.10472973 | 1 | |
| 39.11888956 | 1 | |
| 39.39467607 | 1 | |
| 39.7528905 | 1 | |
| 39.76749818 | 1 |
| Value | Count | Frequency (%) |
| 47.80184431 | 1 | |
| 47.60572474 | 1 | |
| 46.94922641 | 1 | |
| 46.23761298 | 1 | |
| 45.56676685 | 1 | |
| 45.06212511 | 1 | |
| 43.94979618 | 1 | |
| 43.90165342 | 1 | |
| 43.5775452 | 1 | |
| 43.50740621 | 1 |
ACF and PACF
macd_7
Numeric time series
High correlation Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.8329557 |
|---|---|
| Minimum | -2.6890321 |
| Maximum | -1.1890589 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | -2.6890321 |
|---|---|
| 5-th percentile | -2.5424386 |
| Q1 | -2.1885311 |
| median | -1.667368 |
| Q3 | -1.5172001 |
| 95-th percentile | -1.2542677 |
| Maximum | -1.1890589 |
| Range | 1.4999732 |
| Interquartile range (IQR) | 0.67133101 |
Descriptive statistics
| Standard deviation | 0.4417728 |
|---|---|
| Coefficient of variation (CV) | -0.24101663 |
| Kurtosis | -0.99626442 |
| Mean | -1.8329557 |
| Median Absolute Deviation (MAD) | 0.26621609 |
| Skewness | -0.47373268 |
| Sum | -54.98867 |
| Variance | 0.1951632 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.004796409262 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| -2.536510822 | 1 | 3.3% |
| -2.689032079 | 1 | 3.3% |
| -2.547288656 | 1 | 3.3% |
| -2.421853826 | 1 | 3.3% |
| -2.352423119 | 1 | 3.3% |
| -2.402901755 | 1 | 3.3% |
| -2.45942342 | 1 | 3.3% |
| -2.201058082 | 1 | 3.3% |
| -1.863498361 | 1 | 3.3% |
| -1.618399987 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| -2.689032079 | 1 | |
| -2.547288656 | 1 | |
| -2.536510822 | 1 | |
| -2.45942342 | 1 | |
| -2.421853826 | 1 | |
| -2.402901755 | 1 | |
| -2.352423119 | 1 | |
| -2.201058082 | 1 | |
| -2.15095009 | 1 | |
| -2.023067592 | 1 |
| Value | Count | Frequency (%) |
| -1.189058893 | 1 | |
| -1.248609645 | 1 | |
| -1.2611831 | 1 | |
| -1.301028554 | 1 | |
| -1.375710097 | 1 | |
| -1.49852127 | 1 | |
| -1.500626771 | 1 | |
| -1.508238282 | 1 | |
| -1.544085446 | 1 | |
| -1.562286241 | 1 |
ACF and PACF
macdsignal_7
Numeric time series
High correlation Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.9770557 |
|---|---|
| Minimum | -3.3718674 |
| Maximum | -1.1683663 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | -3.3718674 |
|---|---|
| 5-th percentile | -3.1892812 |
| Q1 | -2.438052 |
| median | -1.8361684 |
| Q3 | -1.4828476 |
| 95-th percentile | -1.2419325 |
| Maximum | -1.1683663 |
| Range | 2.203501 |
| Interquartile range (IQR) | 0.95520435 |
Descriptive statistics
| Standard deviation | 0.65127432 |
|---|---|
| Coefficient of variation (CV) | -0.32941627 |
| Kurtosis | -0.49927592 |
| Mean | -1.9770557 |
| Median Absolute Deviation (MAD) | 0.44679513 |
| Skewness | -0.81436777 |
| Sum | -59.311672 |
| Variance | 0.42415824 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.01353767294 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| -1.874211743 | 1 | 3.3% |
| -2.465326042 | 1 | 3.3% |
| -2.658934263 | 1 | 3.3% |
| -2.958464474 | 1 | 3.3% |
| -3.154424536 | 1 | 3.3% |
| -3.371867358 | 1 | 3.3% |
| -3.21780029 | 1 | 3.3% |
| -2.924648999 | 1 | 3.3% |
| -2.600780397 | 1 | 3.3% |
| -2.356229769 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| -3.371867358 | 1 | |
| -3.21780029 | 1 | |
| -3.154424536 | 1 | |
| -2.958464474 | 1 | |
| -2.924648999 | 1 | |
| -2.658934263 | 1 | |
| -2.600780397 | 1 | |
| -2.465326042 | 1 | |
| -2.356229769 | 1 | |
| -2.021889515 | 1 |
| Value | Count | Frequency (%) |
| -1.168366322 | 1 | |
| -1.22955344 | 1 | |
| -1.257062461 | 1 | |
| -1.331172212 | 1 | |
| -1.333941368 | 1 | |
| -1.385024923 | 1 | |
| -1.393721603 | 1 | |
| -1.477139155 | 1 | |
| -1.499973036 | 1 | |
| -1.52309855 | 1 |
ACF and PACF
macdhist_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.14410008 |
|---|---|
| Minimum | -0.66229908 |
| Maximum | 0.9689656 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | -0.66229908 |
|---|---|
| 5-th percentile | -0.32567645 |
| Q1 | -0.22205891 |
| median | -0.011578542 |
| Q3 | 0.57095302 |
| 95-th percentile | 0.78237037 |
| Maximum | 0.9689656 |
| Range | 1.6312647 |
| Interquartile range (IQR) | 0.79301194 |
Descriptive statistics
| Standard deviation | 0.44173758 |
|---|---|
| Coefficient of variation (CV) | 3.0654916 |
| Kurtosis | -1.1366652 |
| Mean | 0.14410008 |
| Median Absolute Deviation (MAD) | 0.27083743 |
| Skewness | 0.34014797 |
| Sum | 4.3230023 |
| Variance | 0.19513209 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.2504838115 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| -0.6622990794 | 1 | 3.3% |
| -0.2237060362 | 1 | 3.3% |
| 0.1116456066 | 1 | 3.3% |
| 0.5366106481 | 1 | 3.3% |
| 0.8020014171 | 1 | 3.3% |
| 0.9689656029 | 1 | 3.3% |
| 0.7583768694 | 1 | 3.3% |
| 0.7235909164 | 1 | 3.3% |
| 0.7372820356 | 1 | 3.3% |
| 0.7378297816 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| -0.6622990794 | 1 | |
| -0.3371295938 | 1 | |
| -0.3116781524 | 1 | |
| -0.289191627 | 1 | |
| -0.2587372595 | 1 | |
| -0.2539867279 | 1 | |
| -0.2414588098 | 1 | |
| -0.2237060362 | 1 | |
| -0.2171175405 | 1 | |
| -0.1875741789 | 1 |
| Value | Count | Frequency (%) |
| 0.9689656029 | 1 | |
| 0.8020014171 | 1 | |
| 0.7583768694 | 1 | |
| 0.7378297816 | 1 | |
| 0.7372820356 | 1 | |
| 0.7235909164 | 1 | |
| 0.6364348483 | 1 | |
| 0.5824004837 | 1 | |
| 0.5366106481 | 1 | |
| 0.4596032744 | 1 |
ACF and PACF
obv
Real number (ℝ)
High correlation Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.5644777 |
| Minimum | 0.04304447 |
|---|---|
| Maximum | 73.430972 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 0.04304447 |
|---|---|
| 5-th percentile | 0.13821724 |
| Q1 | 0.53003607 |
| median | 1.6408562 |
| Q3 | 6.2610113 |
| 95-th percentile | 35.816703 |
| Maximum | 73.430972 |
| Range | 73.387928 |
| Interquartile range (IQR) | 5.7309752 |
Descriptive statistics
| Standard deviation | 15.763046 |
|---|---|
| Coefficient of variation (CV) | 2.0838248 |
| Kurtosis | 11.809567 |
| Mean | 7.5644777 |
| Median Absolute Deviation (MAD) | 1.3669315 |
| Skewness | 3.3696821 |
| Sum | 226.93433 |
| Variance | 248.47362 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 6.46781167 | 1 | 3.3% |
| 16.77442798 | 1 | 3.3% |
| 0.93649163 | 1 | 3.3% |
| 73.43097244 | 1 | 3.3% |
| 2.7213304 | 1 | 3.3% |
| 4.63745894 | 1 | 3.3% |
| 2.59354476 | 1 | 3.3% |
| 1.19187348 | 1 | 3.3% |
| 0.12995669 | 1 | 3.3% |
| 0.5079525 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 0.04304447 | 1 | |
| 0.12995669 | 1 | |
| 0.14831346 | 1 | |
| 0.15400436 | 1 | |
| 0.39384501 | 1 | |
| 0.44963272 | 1 | |
| 0.49950169 | 1 | |
| 0.5079525 | 1 | |
| 0.59628676 | 1 | |
| 0.62860036 | 1 |
| Value | Count | Frequency (%) |
| 73.43097244 | 1 | |
| 49.73039585 | 1 | |
| 18.81107816 | 1 | |
| 16.77442798 | 1 | |
| 11.18502119 | 1 | |
| 9.70988669 | 1 | |
| 6.92703944 | 1 | |
| 6.46781167 | 1 | |
| 5.64061024 | 1 | |
| 5.49565382 | 1 |
target
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2604.181 |
|---|---|
| Minimum | 2596.38 |
| Maximum | 2610.64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2596.38 |
|---|---|
| 5-th percentile | 2598.443 |
| Q1 | 2600.645 |
| median | 2603.565 |
| Q3 | 2607.9175 |
| 95-th percentile | 2610.486 |
| Maximum | 2610.64 |
| Range | 14.26 |
| Interquartile range (IQR) | 7.2725 |
Descriptive statistics
| Standard deviation | 4.1010708 |
|---|---|
| Coefficient of variation (CV) | 0.0015748025 |
| Kurtosis | -1.0556939 |
| Mean | 2604.181 |
| Median Absolute Deviation (MAD) | 3.33 |
| Skewness | 0.02999807 |
| Sum | 78125.43 |
| Variance | 16.818782 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.7177009916 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2610.31 | 1 | 3.3% |
| 2608.77 | 1 | 3.3% |
| 2609.98 | 1 | 3.3% |
| 2610.64 | 1 | 3.3% |
| 2610.63 | 1 | 3.3% |
| 2608.63 | 1 | 3.3% |
| 2608 | 1 | 3.3% |
| 2605.77 | 1 | 3.3% |
| 2607.95 | 1 | 3.3% |
| 2607.82 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2596.38 | 1 | |
| 2598.2 | 1 | |
| 2598.74 | 1 | |
| 2599 | 1 | |
| 2599.9 | 1 | |
| 2600.1 | 1 | |
| 2600.37 | 1 | |
| 2600.45 | 1 | |
| 2601.23 | 1 | |
| 2602.4 | 1 |
| Value | Count | Frequency (%) |
| 2610.64 | 1 | |
| 2610.63 | 1 | |
| 2610.31 | 1 | |
| 2609.98 | 1 | |
| 2608.77 | 1 | |
| 2608.63 | 1 | |
| 2608 | 1 | |
| 2607.95 | 1 | |
| 2607.82 | 1 | |
| 2606.69 | 1 |
ACF and PACF
Interactions
Correlations
| close | ema_14 | ema_21 | ema_60 | ema_7 | high | low | macd_7 | macdhist_7 | macdsignal_7 | obv | open | rsi_14 | rsi_21 | rsi_60 | rsi_7 | sma_14 | sma_21 | sma_60 | sma_7 | target | volume | window_end_ms | window_start_ms | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| close | 1.000 | 0.943 | 0.943 | 0.943 | 0.944 | 0.967 | 0.936 | -0.418 | 0.477 | -0.573 | -0.020 | 0.922 | 0.125 | 0.315 | 0.610 | 0.412 | 0.943 | 0.943 | 0.943 | 0.944 | 0.889 | -0.020 | -0.943 | -0.943 |
| ema_14 | 0.943 | 1.000 | 1.000 | 1.000 | 1.000 | 0.963 | 0.870 | -0.576 | 0.299 | -0.569 | 0.131 | 0.911 | -0.115 | 0.168 | 0.520 | 0.185 | 1.000 | 1.000 | 1.000 | 1.000 | 0.950 | 0.131 | -1.000 | -1.000 |
| ema_21 | 0.943 | 1.000 | 1.000 | 1.000 | 1.000 | 0.963 | 0.870 | -0.576 | 0.299 | -0.569 | 0.131 | 0.911 | -0.115 | 0.168 | 0.520 | 0.185 | 1.000 | 1.000 | 1.000 | 1.000 | 0.950 | 0.131 | -1.000 | -1.000 |
| ema_60 | 0.943 | 1.000 | 1.000 | 1.000 | 1.000 | 0.963 | 0.870 | -0.576 | 0.299 | -0.569 | 0.131 | 0.911 | -0.115 | 0.168 | 0.520 | 0.185 | 1.000 | 1.000 | 1.000 | 1.000 | 0.950 | 0.131 | -1.000 | -1.000 |
| ema_7 | 0.944 | 1.000 | 1.000 | 1.000 | 1.000 | 0.963 | 0.870 | -0.574 | 0.298 | -0.568 | 0.129 | 0.910 | -0.113 | 0.168 | 0.519 | 0.192 | 1.000 | 1.000 | 1.000 | 1.000 | 0.947 | 0.129 | -1.000 | -1.000 |
| high | 0.967 | 0.963 | 0.963 | 0.963 | 0.963 | 1.000 | 0.920 | -0.440 | 0.410 | -0.562 | 0.040 | 0.959 | 0.014 | 0.281 | 0.577 | 0.306 | 0.963 | 0.963 | 0.963 | 0.963 | 0.910 | 0.040 | -0.963 | -0.963 |
| low | 0.936 | 0.870 | 0.870 | 0.870 | 0.870 | 0.920 | 1.000 | -0.340 | 0.596 | -0.597 | -0.158 | 0.952 | 0.208 | 0.206 | 0.581 | 0.408 | 0.870 | 0.870 | 0.870 | 0.870 | 0.838 | -0.158 | -0.870 | -0.870 |
| macd_7 | -0.418 | -0.576 | -0.576 | -0.576 | -0.574 | -0.440 | -0.340 | 1.000 | -0.009 | 0.690 | -0.506 | -0.345 | 0.597 | 0.091 | -0.529 | 0.096 | -0.576 | -0.576 | -0.576 | -0.574 | -0.574 | -0.506 | 0.576 | 0.576 |
| macdhist_7 | 0.477 | 0.299 | 0.299 | 0.299 | 0.298 | 0.410 | 0.596 | -0.009 | 1.000 | -0.659 | -0.269 | 0.500 | 0.395 | 0.010 | 0.459 | 0.654 | 0.299 | 0.299 | 0.299 | 0.298 | 0.380 | -0.269 | -0.299 | -0.299 |
| macdsignal_7 | -0.573 | -0.569 | -0.569 | -0.569 | -0.568 | -0.562 | -0.597 | 0.690 | -0.659 | 1.000 | -0.196 | -0.563 | 0.161 | 0.083 | -0.701 | -0.374 | -0.569 | -0.569 | -0.569 | -0.568 | -0.630 | -0.196 | 0.569 | 0.569 |
| obv | -0.020 | 0.131 | 0.131 | 0.131 | 0.129 | 0.040 | -0.158 | -0.506 | -0.269 | -0.196 | 1.000 | 0.004 | -0.556 | -0.203 | 0.034 | -0.365 | 0.131 | 0.131 | 0.131 | 0.129 | 0.135 | 1.000 | -0.131 | -0.131 |
| open | 0.922 | 0.911 | 0.911 | 0.911 | 0.910 | 0.959 | 0.952 | -0.345 | 0.500 | -0.563 | 0.004 | 1.000 | 0.073 | 0.166 | 0.507 | 0.286 | 0.911 | 0.911 | 0.911 | 0.910 | 0.888 | 0.004 | -0.911 | -0.911 |
| rsi_14 | 0.125 | -0.115 | -0.115 | -0.115 | -0.113 | 0.014 | 0.208 | 0.597 | 0.395 | 0.161 | -0.556 | 0.073 | 1.000 | 0.204 | 0.038 | 0.599 | -0.115 | -0.115 | -0.115 | -0.113 | -0.180 | -0.556 | 0.115 | 0.115 |
| rsi_21 | 0.315 | 0.168 | 0.168 | 0.168 | 0.168 | 0.281 | 0.206 | 0.091 | 0.010 | 0.083 | -0.203 | 0.166 | 0.204 | 1.000 | 0.492 | 0.358 | 0.168 | 0.168 | 0.168 | 0.168 | 0.113 | -0.203 | -0.168 | -0.168 |
| rsi_60 | 0.610 | 0.520 | 0.520 | 0.520 | 0.519 | 0.577 | 0.581 | -0.529 | 0.459 | -0.701 | 0.034 | 0.507 | 0.038 | 0.492 | 1.000 | 0.571 | 0.520 | 0.520 | 0.520 | 0.519 | 0.479 | 0.034 | -0.520 | -0.520 |
| rsi_7 | 0.412 | 0.185 | 0.185 | 0.185 | 0.192 | 0.306 | 0.408 | 0.096 | 0.654 | -0.374 | -0.365 | 0.286 | 0.599 | 0.358 | 0.571 | 1.000 | 0.185 | 0.185 | 0.185 | 0.192 | 0.112 | -0.365 | -0.185 | -0.185 |
| sma_14 | 0.943 | 1.000 | 1.000 | 1.000 | 1.000 | 0.963 | 0.870 | -0.576 | 0.299 | -0.569 | 0.131 | 0.911 | -0.115 | 0.168 | 0.520 | 0.185 | 1.000 | 1.000 | 1.000 | 1.000 | 0.950 | 0.131 | -1.000 | -1.000 |
| sma_21 | 0.943 | 1.000 | 1.000 | 1.000 | 1.000 | 0.963 | 0.870 | -0.576 | 0.299 | -0.569 | 0.131 | 0.911 | -0.115 | 0.168 | 0.520 | 0.185 | 1.000 | 1.000 | 1.000 | 1.000 | 0.950 | 0.131 | -1.000 | -1.000 |
| sma_60 | 0.943 | 1.000 | 1.000 | 1.000 | 1.000 | 0.963 | 0.870 | -0.576 | 0.299 | -0.569 | 0.131 | 0.911 | -0.115 | 0.168 | 0.520 | 0.185 | 1.000 | 1.000 | 1.000 | 1.000 | 0.950 | 0.131 | -1.000 | -1.000 |
| sma_7 | 0.944 | 1.000 | 1.000 | 1.000 | 1.000 | 0.963 | 0.870 | -0.574 | 0.298 | -0.568 | 0.129 | 0.910 | -0.113 | 0.168 | 0.519 | 0.192 | 1.000 | 1.000 | 1.000 | 1.000 | 0.947 | 0.129 | -1.000 | -1.000 |
| target | 0.889 | 0.950 | 0.950 | 0.950 | 0.947 | 0.910 | 0.838 | -0.574 | 0.380 | -0.630 | 0.135 | 0.888 | -0.180 | 0.113 | 0.479 | 0.112 | 0.950 | 0.950 | 0.950 | 0.947 | 1.000 | 0.135 | -0.950 | -0.950 |
| volume | -0.020 | 0.131 | 0.131 | 0.131 | 0.129 | 0.040 | -0.158 | -0.506 | -0.269 | -0.196 | 1.000 | 0.004 | -0.556 | -0.203 | 0.034 | -0.365 | 0.131 | 0.131 | 0.131 | 0.129 | 0.135 | 1.000 | -0.131 | -0.131 |
| window_end_ms | -0.943 | -1.000 | -1.000 | -1.000 | -1.000 | -0.963 | -0.870 | 0.576 | -0.299 | 0.569 | -0.131 | -0.911 | 0.115 | -0.168 | -0.520 | -0.185 | -1.000 | -1.000 | -1.000 | -1.000 | -0.950 | -0.131 | 1.000 | 1.000 |
| window_start_ms | -0.943 | -1.000 | -1.000 | -1.000 | -1.000 | -0.963 | -0.870 | 0.576 | -0.299 | 0.569 | -0.131 | -0.911 | 0.115 | -0.168 | -0.520 | -0.185 | -1.000 | -1.000 | -1.000 | -1.000 | -0.950 | -0.131 | 1.000 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| open | high | low | close | window_start_ms | window_end_ms | volume | sma_7 | sma_14 | sma_21 | sma_60 | ema_7 | ema_14 | ema_21 | ema_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1752494340000 | 2612.89 | 2613.60 | 2608.57 | 2609.83 | 1752494340000 | 1752494400000 | 6.47 | 2613.32 | 2616.85 | 2619.24 | 2619.46 | 2613.32 | 2616.85 | 2619.24 | 2619.46 | 11.21 | 16.64 | 33.81 | 45.06 | -2.54 | -1.87 | -0.66 | 6.47 | 2610.31 |
| 1752494400000 | 2608.93 | 2610.85 | 2608.47 | 2610.85 | 1752494400000 | 1752494460000 | 16.77 | 2612.78 | 2616.05 | 2618.69 | 2619.36 | 2612.78 | 2616.05 | 2618.69 | 2619.36 | 26.28 | 24.56 | 33.70 | 46.95 | -2.69 | -2.47 | -0.22 | 16.77 | 2608.77 |
| 1752494460000 | 2608.46 | 2612.62 | 2608.46 | 2612.00 | 1752494460000 | 1752494520000 | 0.94 | 2612.56 | 2615.24 | 2618.26 | 2619.29 | 2612.56 | 2615.24 | 2618.26 | 2619.29 | 40.60 | 24.35 | 37.09 | 47.61 | -2.55 | -2.66 | 0.11 | 0.94 | 2609.98 |
| 1752494520000 | 2611.32 | 2612.34 | 2610.14 | 2612.34 | 1752494520000 | 1752494580000 | 73.43 | 2612.25 | 2614.56 | 2617.82 | 2619.22 | 2612.25 | 2614.56 | 2617.82 | 2619.22 | 34.84 | 27.38 | 36.84 | 47.80 | -2.42 | -2.96 | 0.54 | 73.43 | 2610.64 |
| 1752494580000 | 2612.36 | 2612.59 | 2611.65 | 2611.65 | 1752494580000 | 1752494640000 | 2.72 | 2611.87 | 2613.72 | 2617.25 | 2619.10 | 2611.87 | 2613.72 | 2617.25 | 2619.10 | 33.03 | 20.62 | 32.43 | 46.24 | -2.35 | -3.15 | 0.80 | 2.72 | 2610.63 |
| 1752494640000 | 2611.00 | 2611.00 | 2609.51 | 2610.31 | 1752494640000 | 1752494700000 | 4.64 | 2611.46 | 2613.19 | 2616.55 | 2618.97 | 2611.46 | 2613.19 | 2616.55 | 2618.97 | 31.91 | 26.18 | 28.19 | 45.57 | -2.40 | -3.37 | 0.97 | 4.64 | 2608.63 |
| 1752494700000 | 2610.25 | 2610.25 | 2608.75 | 2608.77 | 1752494700000 | 1752494760000 | 2.59 | 2610.82 | 2612.61 | 2615.69 | 2618.78 | 2610.82 | 2612.61 | 2615.69 | 2618.78 | 26.45 | 25.25 | 22.72 | 43.95 | -2.46 | -3.22 | 0.76 | 2.59 | 2608.00 |
| 1752494760000 | 2609.12 | 2609.98 | 2608.64 | 2609.98 | 1752494760000 | 1752494820000 | 1.19 | 2610.84 | 2612.08 | 2614.85 | 2618.58 | 2610.84 | 2612.08 | 2614.85 | 2618.58 | 51.03 | 28.28 | 24.04 | 43.51 | -2.20 | -2.92 | 0.72 | 1.19 | 2605.77 |
| 1752494820000 | 2610.63 | 2610.64 | 2610.63 | 2610.64 | 1752494820000 | 1752494880000 | 0.13 | 2610.81 | 2611.80 | 2614.30 | 2618.39 | 2610.81 | 2611.80 | 2614.30 | 2618.39 | 48.48 | 36.56 | 30.26 | 43.90 | -1.86 | -2.60 | 0.74 | 0.13 | 2607.95 |
| 1752494880000 | 2610.64 | 2610.71 | 2610.63 | 2610.63 | 1752494880000 | 1752494940000 | 0.51 | 2610.62 | 2611.59 | 2613.70 | 2618.15 | 2610.62 | 2611.59 | 2613.70 | 2618.15 | 38.17 | 39.58 | 27.22 | 42.21 | -1.62 | -2.36 | 0.74 | 0.51 | 2607.82 |
| open | high | low | close | window_start_ms | window_end_ms | volume | sma_7 | sma_14 | sma_21 | sma_60 | ema_7 | ema_14 | ema_21 | ema_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1752495540000 | 2603.85 | 2604.67 | 2603.52 | 2603.86 | 1752495540000 | 1752495600000 | 5.64 | 2605.16 | 2606.98 | 2608.26 | 2614.80 | 2605.16 | 2606.98 | 2608.26 | 2614.80 | 8.01 | 32.20 | 29.85 | 40.14 | -1.65 | -1.39 | -0.26 | 5.64 | 2599.00 |
| 1752495600000 | 2603.30 | 2603.78 | 2601.92 | 2603.33 | 1752495600000 | 1752495660000 | 0.50 | 2604.52 | 2606.51 | 2607.95 | 2614.52 | 2604.52 | 2606.51 | 2607.95 | 2614.52 | 7.40 | 24.64 | 34.07 | 39.77 | -1.59 | -1.33 | -0.25 | 0.50 | 2601.23 |
| 1752495660000 | 2603.66 | 2603.66 | 2601.90 | 2602.60 | 1752495660000 | 1752495720000 | 1.50 | 2603.94 | 2605.93 | 2607.56 | 2614.21 | 2603.94 | 2605.93 | 2607.56 | 2614.21 | 8.01 | 19.50 | 29.49 | 39.10 | -1.65 | -1.50 | -0.15 | 1.50 | 2602.69 |
| 1752495720000 | 2602.60 | 2602.60 | 2600.45 | 2600.45 | 1752495720000 | 1752495780000 | 6.93 | 2603.06 | 2605.20 | 2607.01 | 2613.91 | 2603.06 | 2605.20 | 2607.01 | 2613.91 | 5.62 | 16.78 | 22.64 | 39.09 | -1.90 | -1.68 | -0.22 | 6.93 | 2603.23 |
| 1752495780000 | 2600.79 | 2601.37 | 2600.00 | 2600.10 | 1752495780000 | 1752495840000 | 1.78 | 2602.50 | 2604.59 | 2606.43 | 2613.61 | 2602.50 | 2604.59 | 2606.43 | 2613.61 | 8.30 | 18.80 | 21.02 | 39.12 | -2.02 | -1.84 | -0.19 | 1.78 | 2600.37 |
| 1752495840000 | 2600.10 | 2600.10 | 2597.70 | 2599.00 | 1752495840000 | 1752495900000 | 11.19 | 2601.86 | 2603.95 | 2605.82 | 2613.32 | 2601.86 | 2603.95 | 2605.82 | 2613.32 | 7.43 | 18.18 | 20.62 | 39.39 | -2.15 | -1.86 | -0.29 | 11.19 | 2602.40 |
| 1752495900000 | 2599.00 | 2601.48 | 2599.00 | 2601.23 | 1752495900000 | 1752495960000 | 5.50 | 2601.51 | 2603.63 | 2605.39 | 2613.07 | 2601.51 | 2603.63 | 2605.39 | 2613.07 | 33.33 | 33.95 | 29.75 | 41.13 | -1.91 | -1.86 | -0.05 | 5.50 | 2599.90 |
| 1752495960000 | 2603.46 | 2603.48 | 2602.69 | 2602.69 | 1752495960000 | 1752496020000 | 0.63 | 2601.34 | 2603.25 | 2605.10 | 2612.86 | 2601.34 | 2603.25 | 2605.10 | 2612.86 | 43.16 | 30.40 | 36.39 | 42.48 | -1.51 | -1.76 | 0.25 | 0.63 | 2596.38 |
| 1752496020000 | 2603.93 | 2604.13 | 2602.86 | 2603.23 | 1752496020000 | 1752496080000 | 1.04 | 2601.33 | 2602.92 | 2604.78 | 2612.68 | 2601.33 | 2602.92 | 2604.78 | 2612.68 | 49.42 | 33.41 | 34.43 | 43.58 | -1.19 | -1.83 | 0.64 | 1.04 | 2598.74 |
| 1752496080000 | 2602.04 | 2602.29 | 2599.39 | 2600.37 | 1752496080000 | 1752496140000 | 0.60 | 2601.01 | 2602.47 | 2604.29 | 2612.44 | 2601.01 | 2602.47 | 2604.29 | 2612.44 | 39.57 | 29.69 | 28.49 | 41.56 | -1.26 | -1.84 | 0.58 | 0.60 | 2598.20 |